Overview

Brought to you by YData

Dataset statistics

Number of variables	21
Number of observations	2077964
Missing cells	10579477
Missing cells (%)	24.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.7 GiB
Average record size in memory	885.6 B

Variable types

Numeric	4
Text	7
Categorical	10

Alerts

`cap-diameter` is highly overall correlated with `gill-spacing` and 6 other fields	High correlation
`gill-spacing` is highly overall correlated with `cap-diameter` and 1 other fields	High correlation
`spore-print-color` is highly overall correlated with `cap-diameter` and 1 other fields	High correlation
`stem-height` is highly overall correlated with `cap-diameter`	High correlation
`stem-root` is highly overall correlated with `cap-diameter`	High correlation
`stem-width` is highly overall correlated with `cap-diameter`	High correlation
`veil-color` is highly overall correlated with `cap-diameter`	High correlation
`veil-type` is highly overall correlated with `cap-diameter`	High correlation
`does-bruise-or-bleed` is highly imbalanced (85.0%)	Imbalance
`gill-spacing` is highly imbalanced (78.9%)	Imbalance
`stem-root` is highly imbalanced (64.9%)	Imbalance
`veil-type` is highly imbalanced (99.8%)	Imbalance
`veil-color` is highly imbalanced (69.2%)	Imbalance
`has-ring` is highly imbalanced (82.4%)	Imbalance
`ring-type` is highly imbalanced (78.6%)	Imbalance
`spore-print-color` is highly imbalanced (57.0%)	Imbalance
`habitat` is highly imbalanced (71.7%)	Imbalance
`cap-surface` has 446904 (21.5%) missing values	Missing
`gill-attachment` has 349821 (16.8%) missing values	Missing
`gill-spacing` has 839595 (40.4%) missing values	Missing
`stem-root` has 1838012 (88.5%) missing values	Missing
`stem-surface` has 1321488 (63.6%) missing values	Missing
`veil-type` has 1971545 (94.9%) missing values	Missing
`veil-color` has 1826124 (87.9%) missing values	Missing
`ring-type` has 86195 (4.1%) missing values	Missing
`spore-print-color` has 1899617 (91.4%) missing values	Missing
`id` is uniformly distributed	Uniform
`id` has unique values	Unique

Reproduction

Analysis started	2025-12-11 09:35:19.585741
Analysis finished	2025-12-11 09:36:36.133877
Duration	1 minute and 16.55 seconds
Software version	ydata-profiling vv4.17.0
Download configuration	config.json

id
Real number (ℝ)

Uniform Unique

Distinct	2077964
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4155926.5

Minimum	3116945
Maximum	5194908
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	3116945
5-th percentile	3220843.1
Q1	3636435.8
median	4155926.5
Q3	4675417.2
95-th percentile	5091009.8
Maximum	5194908
Range	2077963
Interquartile range (IQR)	1038981.5

Descriptive statistics

Standard deviation	599856.68
Coefficient of variation (CV)	0.14433765
Kurtosis	-1.2
Mean	4155926.5
Median Absolute Deviation (MAD)	519491
Skewness	2.12746 × 10^-16
Sum	8.6358657 × 10¹²
Variance	3.5982804 × 10¹¹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3116945	1	< 0.1%
4502250	1	< 0.1%
4502263	1	< 0.1%
4502262	1	< 0.1%
4502261	1	< 0.1%
4502260	1	< 0.1%
4502259	1	< 0.1%
4502258	1	< 0.1%
4502257	1	< 0.1%
4502256	1	< 0.1%
Other values (2077954)	2077954	> 99.9%

Value	Count	Frequency (%)
3116945	1	< 0.1%
3116946	1	< 0.1%
3116947	1	< 0.1%
3116948	1	< 0.1%
3116949	1	< 0.1%
3116950	1	< 0.1%
3116951	1	< 0.1%
3116952	1	< 0.1%
3116953	1	< 0.1%
3116954	1	< 0.1%

Value	Count	Frequency (%)
5194908	1	< 0.1%
5194907	1	< 0.1%
5194906	1	< 0.1%
5194905	1	< 0.1%
5194904	1	< 0.1%
5194903	1	< 0.1%
5194902	1	< 0.1%
5194901	1	< 0.1%
5194900	1	< 0.1%
5194899	1	< 0.1%

cap-diameter
Real number (ℝ)

High correlation

Distinct	3745
Distinct (%)	0.2%
Missing	7
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.3061922

Minimum	0
Maximum	607
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	1.34
Q1	3.31
median	5.74
Q3	8.23
95-th percentile	13.23
Maximum	607
Range	607
Interquartile range (IQR)	4.92

Descriptive statistics

Standard deviation	4.6854624
Coefficient of variation (CV)	0.74299391
Kurtosis	162.32193
Mean	6.3061922
Median Absolute Deviation (MAD)	2.46
Skewness	4.9571607
Sum	13103996
Variance	21.953558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.49	5474	0.3%
3.18	5174	0.2%
3.14	4956	0.2%
1.51	4720	0.2%
3.28	4577	0.2%
3.24	4517	0.2%
2.87	4475	0.2%
4.04	4443	0.2%
3.85	4382	0.2%
3.45	4357	0.2%
Other values (3735)	2030882	97.7%

Value	Count	Frequency (%)
0	2	< 0.1%
0.02	1	< 0.1%
0.03	2	< 0.1%
0.4	4	< 0.1%
0.44	7	< 0.1%
0.45	4	< 0.1%
0.46	8	< 0.1%
0.47	38	< 0.1%
0.48	26	< 0.1%
0.49	23	< 0.1%

Value	Count	Frequency (%)
607	1	< 0.1%
73.36	1	< 0.1%
68	1	< 0.1%
64.72	1	< 0.1%
62.34	2	< 0.1%
62.33	1	< 0.1%
62.32	1	< 0.1%
62.31	1	< 0.1%
62.3	1	< 0.1%
62.1	1	< 0.1%

cap-shape
Text

Distinct	62
Distinct (%)	< 0.1%
Missing	31
Missing (%)	< 0.1%
Memory size	114.9 MiB

Length

Max length	12
Median length	1
Mean length	1.0000611
Min length	1

Characters and Unicode

Total characters	2078060
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	< 0.1%

Sample

1st row	x
2nd row	o
3rd row	b
4th row	x
5th row	x

Value	Count	Frequency (%)
x	957949	46.1%
f	452364	21.8%
s	242698	11.7%
b	211879	10.2%
o	71972	3.5%
p	71303	3.4%
c	69436	3.3%
e	33	< 0.1%
d	30	< 0.1%
t	28	< 0.1%
Other values (51)	245	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
x	957949	46.1%
f	452364	21.8%
s	242700	11.7%
b	211879	10.2%
o	71972	3.5%
p	71305	3.4%
c	69437	3.3%
e	36	< 0.1%
.	32	< 0.1%
d	31	< 0.1%
Other values (26)	355	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2078060	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
x	957949	46.1%
f	452364	21.8%
s	242700	11.7%
b	211879	10.2%
o	71972	3.5%
p	71305	3.4%
c	69437	3.3%
e	36	< 0.1%
.	32	< 0.1%
d	31	< 0.1%
Other values (26)	355	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2078060	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
x	957949	46.1%
f	452364	21.8%
s	242700	11.7%
b	211879	10.2%
o	71972	3.5%
p	71305	3.4%
c	69437	3.3%
e	36	< 0.1%
.	32	< 0.1%
d	31	< 0.1%
Other values (26)	355	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2078060	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
x	957949	46.1%
f	452364	21.8%
s	242700	11.7%
b	211879	10.2%
o	71972	3.5%
p	71305	3.4%
c	69437	3.3%
e	36	< 0.1%
.	32	< 0.1%
d	31	< 0.1%
Other values (26)	355	< 0.1%

cap-surface
Text

Missing

Distinct	59
Distinct (%)	< 0.1%
Missing	446904
Missing (%)	21.5%
Memory size	103.9 MiB

Length

Max length	17
Median length	1
Mean length	1.0001177
Min length	1

Characters and Unicode

Total characters	1631252
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33 ?
Unique (%)	< 0.1%

Sample

1st row	t
2nd row	g
3rd row	t
4th row	h
5th row	h

Value	Count	Frequency (%)
t	306852	18.8%
s	257190	15.8%
y	218336	13.4%
h	189737	11.6%
g	176140	10.8%
d	137675	8.4%
k	86041	5.3%
e	79918	4.9%
i	75570	4.6%
w	73109	4.5%
Other values (50)	30494	1.9%

Most occurring characters

Value	Count	Frequency (%)
t	306857	18.8%
s	257204	15.8%
y	218336	13.4%
h	189739	11.6%
g	176141	10.8%
d	137677	8.4%
k	86041	5.3%
e	79928	4.9%
i	75575	4.6%
w	73109	4.5%
Other values (27)	30645	1.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1631252	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	306857	18.8%
s	257204	15.8%
y	218336	13.4%
h	189739	11.6%
g	176141	10.8%
d	137677	8.4%
k	86041	5.3%
e	79928	4.9%
i	75575	4.6%
w	73109	4.5%
Other values (27)	30645	1.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1631252	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	306857	18.8%
s	257204	15.8%
y	218336	13.4%
h	189739	11.6%
g	176141	10.8%
d	137677	8.4%
k	86041	5.3%
e	79928	4.9%
i	75575	4.6%
w	73109	4.5%
Other values (27)	30645	1.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1631252	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	306857	18.8%
s	257204	15.8%
y	218336	13.4%
h	189739	11.6%
g	176141	10.8%
d	137677	8.4%
k	86041	5.3%
e	79928	4.9%
i	75575	4.6%
w	73109	4.5%
Other values (27)	30645	1.9%

cap-color
Text

Distinct	57
Distinct (%)	< 0.1%
Missing	13
Missing (%)	< 0.1%
Memory size	114.9 MiB

Length

Max length	88
Median length	1
Mean length	1.0001251
Min length	1

Characters and Unicode

Total characters	2078211
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	30 ?
Unique (%)	< 0.1%

Sample

1st row	n
2nd row	o
3rd row	n
4th row	n
5th row	y

Value	Count	Frequency (%)
n	904307	43.5%
y	259062	12.5%
w	253844	12.2%
g	140681	6.8%
e	131524	6.3%
o	119764	5.8%
p	61186	2.9%
r	51784	2.5%
u	48865	2.4%
b	40790	2.0%
Other values (47)	66144	3.2%

Most occurring characters

Value	Count	Frequency (%)
n	904316	43.5%
y	259067	12.5%
w	253844	12.2%
g	140688	6.8%
e	131531	6.3%
o	119768	5.8%
p	61192	2.9%
r	51792	2.5%
u	48865	2.4%
b	40791	2.0%
Other values (25)	66357	3.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2078211	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	904316	43.5%
y	259067	12.5%
w	253844	12.2%
g	140688	6.8%
e	131531	6.3%
o	119768	5.8%
p	61192	2.9%
r	51792	2.5%
u	48865	2.4%
b	40791	2.0%
Other values (25)	66357	3.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2078211	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	904316	43.5%
y	259067	12.5%
w	253844	12.2%
g	140688	6.8%
e	131531	6.3%
o	119768	5.8%
p	61192	2.9%
r	51792	2.5%
u	48865	2.4%
b	40791	2.0%
Other values (25)	66357	3.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2078211	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	904316	43.5%
y	259067	12.5%
w	253844	12.2%
g	140688	6.8%
e	131531	6.3%
o	119768	5.8%
p	61192	2.9%
r	51792	2.5%
u	48865	2.4%
b	40791	2.0%
Other values (25)	66357	3.2%

does-bruise-or-bleed
Categorical

Imbalance

Distinct	22
Distinct (%)	< 0.1%
Missing	10
Missing (%)	< 0.1%
Memory size	114.9 MiB

f	1713662
t	364227
x	11
w	7
s	7
Other values (17)	40

Length

Max length	6
Median length	1
Mean length	1.0000048
Min length	1

Characters and Unicode

Total characters	2077964
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	t
2nd row	f
3rd row	f
4th row	f
5th row	f

Common Values

Value	Count	Frequency (%)
f	1713662	82.5%
t	364227	17.5%
x	11	< 0.1%
w	7	< 0.1%
s	7	< 0.1%
p	5	< 0.1%
n	4	< 0.1%
h	4	< 0.1%
k	3	< 0.1%
o	3	< 0.1%
Other values (12)	21	< 0.1%
(Missing)	10	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
f	1713662	82.5%
t	364228	17.5%
x	11	< 0.1%
w	7	< 0.1%
s	7	< 0.1%
p	5	< 0.1%
n	4	< 0.1%
h	4	< 0.1%
c	3	< 0.1%
g	3	< 0.1%
Other values (12)	21	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
f	1713662	82.5%
t	364228	17.5%
x	11	< 0.1%
s	10	< 0.1%
w	7	< 0.1%
o	5	< 0.1%
e	5	< 0.1%
n	5	< 0.1%
p	5	< 0.1%
h	4	< 0.1%
Other values (12)	22	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2077964	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
f	1713662	82.5%
t	364228	17.5%
x	11	< 0.1%
s	10	< 0.1%
w	7	< 0.1%
o	5	< 0.1%
e	5	< 0.1%
n	5	< 0.1%
p	5	< 0.1%
h	4	< 0.1%
Other values (12)	22	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2077964	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
f	1713662	82.5%
t	364228	17.5%
x	11	< 0.1%
s	10	< 0.1%
w	7	< 0.1%
o	5	< 0.1%
e	5	< 0.1%
n	5	< 0.1%
p	5	< 0.1%
h	4	< 0.1%
Other values (12)	22	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2077964	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
f	1713662	82.5%
t	364228	17.5%
x	11	< 0.1%
s	10	< 0.1%
w	7	< 0.1%
o	5	< 0.1%
e	5	< 0.1%
n	5	< 0.1%
p	5	< 0.1%
h	4	< 0.1%
Other values (12)	22	< 0.1%

gill-attachment
Text

Missing

Distinct	66
Distinct (%)	< 0.1%
Missing	349821
Missing (%)	16.8%
Memory size	106.3 MiB

Length

Max length	17
Median length	1
Mean length	1.0001007
Min length	1

Characters and Unicode

Total characters	1728317
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	41 ?
Unique (%)	< 0.1%

Sample

1st row	s
2nd row	p
3rd row	x
4th row	p
5th row	f

Value	Count	Frequency (%)
a	430960	24.9%
d	392584	22.7%
x	240758	13.9%
e	201277	11.6%
s	196280	11.4%
p	186334	10.8%
f	79630	4.6%
c	53	< 0.1%
u	35	< 0.1%
t	27	< 0.1%
Other values (56)	207	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	430966	24.9%
d	392584	22.7%
x	240758	13.9%
e	201282	11.6%
s	196293	11.4%
p	186336	10.8%
f	79630	4.6%
c	56	< 0.1%
.	37	< 0.1%
u	35	< 0.1%
Other values (27)	340	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1728317	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	430966	24.9%
d	392584	22.7%
x	240758	13.9%
e	201282	11.6%
s	196293	11.4%
p	186336	10.8%
f	79630	4.6%
c	56	< 0.1%
.	37	< 0.1%
u	35	< 0.1%
Other values (27)	340	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1728317	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	430966	24.9%
d	392584	22.7%
x	240758	13.9%
e	201282	11.6%
s	196293	11.4%
p	186336	10.8%
f	79630	4.6%
c	56	< 0.1%
.	37	< 0.1%
u	35	< 0.1%
Other values (27)	340	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1728317	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	430966	24.9%
d	392584	22.7%
x	240758	13.9%
e	201282	11.6%
s	196293	11.4%
p	186336	10.8%
f	79630	4.6%
c	56	< 0.1%
.	37	< 0.1%
u	35	< 0.1%
Other values (27)	340	< 0.1%

gill-spacing
Categorical

High correlation Imbalance Missing

Distinct	35
Distinct (%)	< 0.1%
Missing	839595
Missing (%)	40.4%
Memory size	113.3 MiB

c	886976
d	272085
f	79223
e	11
s	10
Other values (30)	64

Length

Max length	9
Median length	1
Mean length	1.0000485
Min length	1

Characters and Unicode

Total characters	1238429
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21 ?
Unique (%)	< 0.1%

Sample

1st row	c
2nd row	c
3rd row	c
4th row	c
5th row	f

Common Values

Value	Count	Frequency (%)
c	886976	42.7%
d	272085	13.1%
f	79223	3.8%
e	11	< 0.1%
s	10	< 0.1%
a	10	< 0.1%
b	7	< 0.1%
x	6	< 0.1%
p	5	< 0.1%
y	4	< 0.1%
Other values (25)	32	< 0.1%
(Missing)	839595	40.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
c	886977	71.6%
d	272085	22.0%
f	79224	6.4%
e	11	< 0.1%
s	10	< 0.1%
a	10	< 0.1%
b	7	< 0.1%
x	6	< 0.1%
p	5	< 0.1%
y	4	< 0.1%
Other values (25)	33	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
c	886977	71.6%
d	272087	22.0%
f	79224	6.4%
e	14	< 0.1%
.	14	< 0.1%
s	13	< 0.1%
a	11	< 0.1%
6	7	< 0.1%
b	7	< 0.1%
1	7	< 0.1%
Other values (23)	68	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1238429	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	886977	71.6%
d	272087	22.0%
f	79224	6.4%
e	14	< 0.1%
.	14	< 0.1%
s	13	< 0.1%
a	11	< 0.1%
6	7	< 0.1%
b	7	< 0.1%
1	7	< 0.1%
Other values (23)	68	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1238429	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	886977	71.6%
d	272087	22.0%
f	79224	6.4%
e	14	< 0.1%
.	14	< 0.1%
s	13	< 0.1%
a	11	< 0.1%
6	7	< 0.1%
b	7	< 0.1%
1	7	< 0.1%
Other values (23)	68	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1238429	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	886977	71.6%
d	272087	22.0%
f	79224	6.4%
e	14	< 0.1%
.	14	< 0.1%
s	13	< 0.1%
a	11	< 0.1%
6	7	< 0.1%
b	7	< 0.1%
1	7	< 0.1%
Other values (23)	68	< 0.1%

gill-color
Text

Distinct	56
Distinct (%)	< 0.1%
Missing	49
Missing (%)	< 0.1%
Memory size	114.9 MiB

Length

Max length	20
Median length	1
Mean length	1.0001107
Min length	1

Characters and Unicode

Total characters	2078145
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	27 ?
Unique (%)	< 0.1%

Sample

1st row	w
2nd row	y
3rd row	n
4th row	n
5th row	y

Value	Count	Frequency (%)
w	620774	29.9%
n	362169	17.4%
y	313932	15.1%
p	229155	11.0%
g	141520	6.8%
o	105048	5.1%
k	85360	4.1%
f	79483	3.8%
r	41499	2.0%
e	37432	1.8%
Other values (46)	61546	3.0%

Most occurring characters

Value	Count	Frequency (%)
w	620774	29.9%
n	362180	17.4%
y	313933	15.1%
p	229162	11.0%
g	141527	6.8%
o	105061	5.1%
k	85360	4.1%
f	79483	3.8%
r	41511	2.0%
e	37450	1.8%
Other values (26)	61704	3.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2078145	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
w	620774	29.9%
n	362180	17.4%
y	313933	15.1%
p	229162	11.0%
g	141527	6.8%
o	105061	5.1%
k	85360	4.1%
f	79483	3.8%
r	41511	2.0%
e	37450	1.8%
Other values (26)	61704	3.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2078145	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
w	620774	29.9%
n	362180	17.4%
y	313933	15.1%
p	229162	11.0%
g	141527	6.8%
o	105061	5.1%
k	85360	4.1%
f	79483	3.8%
r	41511	2.0%
e	37450	1.8%
Other values (26)	61704	3.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2078145	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
w	620774	29.9%
n	362180	17.4%
y	313933	15.1%
p	229162	11.0%
g	141527	6.8%
o	105061	5.1%
k	85360	4.1%
f	79483	3.8%
r	41511	2.0%
e	37450	1.8%
Other values (26)	61704	3.0%

stem-height
Real number (ℝ)

High correlation

Distinct	2664
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.3465092

Minimum	0
Maximum	57.29
Zeros	333
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	3.16
Q1	4.67
median	5.88
Q3	7.41
95-th percentile	11.2
Maximum	57.29
Range	57.29
Interquartile range (IQR)	2.74

Descriptive statistics

Standard deviation	2.6989778
Coefficient of variation (CV)	0.42526966
Kurtosis	7.4591835
Mean	6.3465092
Median Absolute Deviation (MAD)	1.33
Skewness	1.9219513
Sum	13187811
Variance	7.2844812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.24	8164	0.4%
5.92	7818	0.4%
5.32	7242	0.3%
5.35	6982	0.3%
6.03	6943	0.3%
5.99	6941	0.3%
5.54	6768	0.3%
5.96	6674	0.3%
5.77	6643	0.3%
5.65	6641	0.3%
Other values (2654)	2007147	96.6%

Value	Count	Frequency (%)
0	333	< 0.1%
0.92	1	< 0.1%
0.97	3	< 0.1%
1	2	< 0.1%
1.01	1	< 0.1%
1.09	5	< 0.1%
1.1	7	< 0.1%
1.11	6	< 0.1%
1.12	27	< 0.1%
1.13	10	< 0.1%

Value	Count	Frequency (%)
57.29	1	< 0.1%
53.24	2	< 0.1%
50.42	1	< 0.1%
50.4	1	< 0.1%
50.22	1	< 0.1%
48.57	1	< 0.1%
48.3	1	< 0.1%
47.94	1	< 0.1%
47.82	1	< 0.1%
46.93	1	< 0.1%

stem-width
Real number (ℝ)

High correlation

Distinct	5610
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.148374

Minimum	0
Maximum	102.91
Zeros	324
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	15.9 MiB

Quantile statistics

Minimum	0
5-th percentile	1.58
Q1	4.97
median	9.64
Q3	15.62
95-th percentile	26.49
Maximum	102.91
Range	102.91
Interquartile range (IQR)	10.65

Descriptive statistics

Standard deviation	8.1001812
Coefficient of variation (CV)	0.72657961
Kurtosis	2.5675929
Mean	11.148374
Median Absolute Deviation (MAD)	5.23
Skewness	1.2493412
Sum	23165920
Variance	65.612936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.41	5178	0.2%
2.45	4837	0.2%
2.49	4664	0.2%
2.56	4615	0.2%
2.47	4565	0.2%
2.52	4473	0.2%
2.51	4422	0.2%
2.64	4350	0.2%
2.6	4165	0.2%
2.61	4120	0.2%
Other values (5600)	2032575	97.8%

Value	Count	Frequency (%)
0	324	< 0.1%
0.4	1	< 0.1%
0.45	2	< 0.1%
0.46	1	< 0.1%
0.47	1	< 0.1%
0.48	1	< 0.1%
0.49	1	< 0.1%
0.5	2	< 0.1%
0.51	1	< 0.1%
0.52	11	< 0.1%

Value	Count	Frequency (%)
102.91	1	< 0.1%
102.57	1	< 0.1%
102.48	2	< 0.1%
101.72	1	< 0.1%
101.69	2	< 0.1%
98	1	< 0.1%
95.99	1	< 0.1%
95.96	1	< 0.1%
95.68	1	< 0.1%
95.18	1	< 0.1%

stem-root
Categorical

High correlation Imbalance Missing

Distinct	31
Distinct (%)	< 0.1%
Missing	1838012
Missing (%)	88.5%
Memory size	111.4 MiB

b	110581
s	78253
r	31606
c	19025
f	374
Other values (26)	113

Length

Max length	5
Median length	1
Mean length	1.0001125
Min length	1

Characters and Unicode

Total characters	239979
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	< 0.1%

Sample

1st row	b
2nd row	b
3rd row	b
4th row	s
5th row	b

Common Values

Value	Count	Frequency (%)
b	110581	5.3%
s	78253	3.8%
r	31606	1.5%
c	19025	0.9%
f	374	< 0.1%
y	14	< 0.1%
g	14	< 0.1%
p	11	< 0.1%
u	8	< 0.1%
d	7	< 0.1%
Other values (21)	59	< 0.1%
(Missing)	1838012	88.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
b	110581	46.1%
s	78253	32.6%
r	31606	13.2%
c	19025	7.9%
f	374	0.2%
y	14	< 0.1%
g	14	< 0.1%
p	11	< 0.1%
u	8	< 0.1%
d	7	< 0.1%
Other values (21)	59	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
b	110581	46.1%
s	78253	32.6%
r	31606	13.2%
c	19025	7.9%
f	374	0.2%
y	14	< 0.1%
g	14	< 0.1%
p	11	< 0.1%
u	8	< 0.1%
.	8	< 0.1%
Other values (23)	85	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	239979	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
b	110581	46.1%
s	78253	32.6%
r	31606	13.2%
c	19025	7.9%
f	374	0.2%
y	14	< 0.1%
g	14	< 0.1%
p	11	< 0.1%
u	8	< 0.1%
.	8	< 0.1%
Other values (23)	85	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	239979	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
b	110581	46.1%
s	78253	32.6%
r	31606	13.2%
c	19025	7.9%
f	374	0.2%
y	14	< 0.1%
g	14	< 0.1%
p	11	< 0.1%
u	8	< 0.1%
.	8	< 0.1%
Other values (23)	85	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	239979	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
b	110581	46.1%
s	78253	32.6%
r	31606	13.2%
c	19025	7.9%
f	374	0.2%
y	14	< 0.1%
g	14	< 0.1%
p	11	< 0.1%
u	8	< 0.1%
.	8	< 0.1%
Other values (23)	85	< 0.1%

stem-surface
Text

Missing

Distinct	54
Distinct (%)	< 0.1%
Missing	1321488
Missing (%)	63.6%
Memory size	82.2 MiB

Length

Max length	20
Median length	1
Mean length	1.0002485
Min length	1

Characters and Unicode

Total characters	756664
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	< 0.1%

Sample

1st row	s
2nd row	g
3rd row	y
4th row	y
5th row	g

Value	Count	Frequency (%)
s	218496	28.9%
y	169462	22.4%
i	149192	19.7%
t	98982	13.1%
g	51848	6.9%
k	49075	6.5%
h	18861	2.5%
f	310	< 0.1%
d	41	< 0.1%
w	37	< 0.1%
Other values (45)	177	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
s	218516	28.9%
y	169462	22.4%
i	149194	19.7%
t	98983	13.1%
g	51848	6.9%
k	49075	6.5%
h	18861	2.5%
f	310	< 0.1%
d	49	< 0.1%
e	44	< 0.1%
Other values (27)	322	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	756664	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	218516	28.9%
y	169462	22.4%
i	149194	19.7%
t	98983	13.1%
g	51848	6.9%
k	49075	6.5%
h	18861	2.5%
f	310	< 0.1%
d	49	< 0.1%
e	44	< 0.1%
Other values (27)	322	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	756664	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	218516	28.9%
y	169462	22.4%
i	149194	19.7%
t	98983	13.1%
g	51848	6.9%
k	49075	6.5%
h	18861	2.5%
f	310	< 0.1%
d	49	< 0.1%
e	44	< 0.1%
Other values (27)	322	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	756664	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	218516	28.9%
y	169462	22.4%
i	149194	19.7%
t	98983	13.1%
g	51848	6.9%
k	49075	6.5%
h	18861	2.5%
f	310	< 0.1%
d	49	< 0.1%
e	44	< 0.1%
Other values (27)	322	< 0.1%

stem-color
Text

Distinct	55
Distinct (%)	< 0.1%
Missing	21
Missing (%)	< 0.1%
Memory size	114.9 MiB

Length

Max length	20
Median length	1
Mean length	1.0000895
Min length	1

Characters and Unicode

Total characters	2078129
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	31 ?
Unique (%)	< 0.1%

Sample

1st row	w
2nd row	n
3rd row	n
4th row	w
5th row	y

Value	Count	Frequency (%)
w	797365	38.4%
n	668156	32.2%
y	250141	12.0%
g	88202	4.2%
o	75094	3.6%
e	68804	3.3%
u	44784	2.2%
p	36356	1.7%
k	22176	1.1%
r	14910	0.7%
Other values (45)	11955	0.6%

Most occurring characters

Value	Count	Frequency (%)
w	797365	38.4%
n	668161	32.2%
y	250143	12.0%
g	88203	4.2%
o	75110	3.6%
e	68817	3.3%
u	44785	2.2%
p	36364	1.7%
k	22176	1.1%
r	14924	0.7%
Other values (26)	12081	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2078129	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
w	797365	38.4%
n	668161	32.2%
y	250143	12.0%
g	88203	4.2%
o	75110	3.6%
e	68817	3.3%
u	44785	2.2%
p	36364	1.7%
k	22176	1.1%
r	14924	0.7%
Other values (26)	12081	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2078129	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
w	797365	38.4%
n	668161	32.2%
y	250143	12.0%
g	88203	4.2%
o	75110	3.6%
e	68817	3.3%
u	44785	2.2%
p	36364	1.7%
k	22176	1.1%
r	14924	0.7%
Other values (26)	12081	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2078129	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
w	797365	38.4%
n	668161	32.2%
y	250143	12.0%
g	88203	4.2%
o	75110	3.6%
e	68817	3.3%
u	44785	2.2%
p	36364	1.7%
k	22176	1.1%
r	14924	0.7%
Other values (26)	12081	0.6%

veil-type
Categorical

High correlation Imbalance Missing

Distinct	15
Distinct (%)	< 0.1%
Missing	1971545
Missing (%)	94.9%
Memory size	111.2 MiB

u	106373
w	12
e	6
k	5
y	3
Other values (10)	20

Length

Max length	2
Median length	1
Mean length	1.0000094
Min length	1

Characters and Unicode

Total characters	106420
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	u
2nd row	u
3rd row	u
4th row	u
5th row	u

Common Values

Value	Count	Frequency (%)
u	106373	5.1%
w	12	< 0.1%
e	6	< 0.1%
k	5	< 0.1%
y	3	< 0.1%
p	3	< 0.1%
g	3	< 0.1%
s	3	< 0.1%
n	3	< 0.1%
a	2	< 0.1%
Other values (5)	6	< 0.1%
(Missing)	1971545	94.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
u	106373	> 99.9%
w	12	< 0.1%
e	6	< 0.1%
k	5	< 0.1%
y	3	< 0.1%
p	3	< 0.1%
g	3	< 0.1%
s	3	< 0.1%
n	3	< 0.1%
a	2	< 0.1%
Other values (5)	6	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
u	106373	> 99.9%
w	12	< 0.1%
e	6	< 0.1%
k	5	< 0.1%
y	3	< 0.1%
p	3	< 0.1%
g	3	< 0.1%
s	3	< 0.1%
n	3	< 0.1%
a	2	< 0.1%
Other values (5)	7	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	106420	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
u	106373	> 99.9%
w	12	< 0.1%
e	6	< 0.1%
k	5	< 0.1%
y	3	< 0.1%
p	3	< 0.1%
g	3	< 0.1%
s	3	< 0.1%
n	3	< 0.1%
a	2	< 0.1%
Other values (5)	7	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	106420	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
u	106373	> 99.9%
w	12	< 0.1%
e	6	< 0.1%
k	5	< 0.1%
y	3	< 0.1%
p	3	< 0.1%
g	3	< 0.1%
s	3	< 0.1%
n	3	< 0.1%
a	2	< 0.1%
Other values (5)	7	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	106420	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
u	106373	> 99.9%
w	12	< 0.1%
e	6	< 0.1%
k	5	< 0.1%
y	3	< 0.1%
p	3	< 0.1%
g	3	< 0.1%
s	3	< 0.1%
n	3	< 0.1%
a	2	< 0.1%
Other values (5)	7	< 0.1%

veil-color
Categorical

High correlation Imbalance Missing

Distinct	23
Distinct (%)	< 0.1%
Missing	1826124
Missing (%)	87.9%
Memory size	111.5 MiB

w	186432
y	20782
n	20256
u	9413
k	8706
Other values (18)	6251

Length

Max length	4
Median length	1
Mean length	1.0000119
Min length	1

Characters and Unicode

Total characters	251843
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	w
2nd row	n
3rd row	y
4th row	w
5th row	w

Common Values

Value	Count	Frequency (%)
w	186432	9.0%
y	20782	1.0%
n	20256	1.0%
u	9413	0.5%
k	8706	0.4%
e	6147	0.3%
g	20	< 0.1%
p	18	< 0.1%
t	9	< 0.1%
d	9	< 0.1%
Other values (13)	48	< 0.1%
(Missing)	1826124	87.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
w	186432	74.0%
y	20782	8.3%
n	20256	8.0%
u	9413	3.7%
k	8706	3.5%
e	6147	2.4%
g	20	< 0.1%
p	18	< 0.1%
t	9	< 0.1%
d	9	< 0.1%
Other values (13)	48	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
w	186432	74.0%
y	20782	8.3%
n	20256	8.0%
u	9413	3.7%
k	8706	3.5%
e	6147	2.4%
g	20	< 0.1%
p	18	< 0.1%
t	9	< 0.1%
d	9	< 0.1%
Other values (16)	51	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	251843	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
w	186432	74.0%
y	20782	8.3%
n	20256	8.0%
u	9413	3.7%
k	8706	3.5%
e	6147	2.4%
g	20	< 0.1%
p	18	< 0.1%
t	9	< 0.1%
d	9	< 0.1%
Other values (16)	51	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	251843	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
w	186432	74.0%
y	20782	8.3%
n	20256	8.0%
u	9413	3.7%
k	8706	3.5%
e	6147	2.4%
g	20	< 0.1%
p	18	< 0.1%
t	9	< 0.1%
d	9	< 0.1%
Other values (16)	51	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	251843	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
w	186432	74.0%
y	20782	8.3%
n	20256	8.0%
u	9413	3.7%
k	8706	3.5%
e	6147	2.4%
g	20	< 0.1%
p	18	< 0.1%
t	9	< 0.1%
d	9	< 0.1%
Other values (16)	51	< 0.1%

has-ring
Categorical

Imbalance

Distinct	23
Distinct (%)	< 0.1%
Missing	19
Missing (%)	< 0.1%
Memory size	114.9 MiB

f	1578092
t	499759
e	14
r	11
c	9
Other values (18)	60

Length

Max length	5
Median length	1
Mean length	1.0000019
Min length	1

Characters and Unicode

Total characters	2077949
Distinct characters	27
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	t
2nd row	f
3rd row	f
4th row	t
5th row	t

Common Values

Value	Count	Frequency (%)
f	1578092	75.9%
t	499759	24.1%
e	14	< 0.1%
r	11	< 0.1%
c	9	< 0.1%
g	9	< 0.1%
h	8	< 0.1%
d	5	< 0.1%
l	5	< 0.1%
p	5	< 0.1%
Other values (13)	28	< 0.1%
(Missing)	19	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
f	1578092	75.9%
t	499759	24.1%
e	14	< 0.1%
r	11	< 0.1%
c	9	< 0.1%
g	9	< 0.1%
h	8	< 0.1%
d	5	< 0.1%
l	5	< 0.1%
p	5	< 0.1%
Other values (13)	28	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
f	1578092	75.9%
t	499759	24.1%
e	14	< 0.1%
r	11	< 0.1%
c	9	< 0.1%
g	9	< 0.1%
h	8	< 0.1%
d	5	< 0.1%
l	5	< 0.1%
p	5	< 0.1%
Other values (17)	32	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2077949	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
f	1578092	75.9%
t	499759	24.1%
e	14	< 0.1%
r	11	< 0.1%
c	9	< 0.1%
g	9	< 0.1%
h	8	< 0.1%
d	5	< 0.1%
l	5	< 0.1%
p	5	< 0.1%
Other values (17)	32	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2077949	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
f	1578092	75.9%
t	499759	24.1%
e	14	< 0.1%
r	11	< 0.1%
c	9	< 0.1%
g	9	< 0.1%
h	8	< 0.1%
d	5	< 0.1%
l	5	< 0.1%
p	5	< 0.1%
Other values (17)	32	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2077949	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
f	1578092	75.9%
t	499759	24.1%
e	14	< 0.1%
r	11	< 0.1%
c	9	< 0.1%
g	9	< 0.1%
h	8	< 0.1%
d	5	< 0.1%
l	5	< 0.1%
p	5	< 0.1%
Other values (17)	32	< 0.1%

ring-type
Categorical

Imbalance Missing

Distinct	36
Distinct (%)	< 0.1%
Missing	86195
Missing (%)	4.1%
Memory size	114.8 MiB

f	1650200
e	80348
z	75917
l	48847
p	45654
Other values (31)	90803

Length

Max length	17
Median length	1
Mean length	1.0000407
Min length	1

Characters and Unicode

Total characters	1991850
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	g
2nd row	f
3rd row	f
4th row	z
5th row	r

Common Values

Value	Count	Frequency (%)
f	1650200	79.4%
e	80348	3.9%
z	75917	3.7%
l	48847	2.4%
p	45654	2.2%
r	45400	2.2%
g	42472	2.0%
m	2689	0.1%
t	46	< 0.1%
d	24	< 0.1%
Other values (26)	172	< 0.1%
(Missing)	86195	4.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
f	1650201	82.9%
e	80348	4.0%
z	75917	3.8%
l	48847	2.5%
p	45655	2.3%
r	45400	2.3%
g	42472	2.1%
m	2689	0.1%
t	46	< 0.1%
d	24	< 0.1%
Other values (26)	172	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
f	1650201	82.8%
e	80355	4.0%
z	75917	3.8%
l	48848	2.5%
p	45661	2.3%
r	45407	2.3%
g	42476	2.1%
m	2689	0.1%
t	51	< 0.1%
d	25	< 0.1%
Other values (25)	220	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1991850	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
f	1650201	82.8%
e	80355	4.0%
z	75917	3.8%
l	48848	2.5%
p	45661	2.3%
r	45407	2.3%
g	42476	2.1%
m	2689	0.1%
t	51	< 0.1%
d	25	< 0.1%
Other values (25)	220	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1991850	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
f	1650201	82.8%
e	80355	4.0%
z	75917	3.8%
l	48848	2.5%
p	45661	2.3%
r	45407	2.3%
g	42476	2.1%
m	2689	0.1%
t	51	< 0.1%
d	25	< 0.1%
Other values (25)	220	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1991850	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
f	1650201	82.8%
e	80355	4.0%
z	75917	3.8%
l	48848	2.5%
p	45661	2.3%
r	45407	2.3%
g	42476	2.1%
m	2689	0.1%
t	51	< 0.1%
d	25	< 0.1%
Other values (25)	220	< 0.1%

spore-print-color
Categorical

High correlation Imbalance Missing

Distinct	33
Distinct (%)	< 0.1%
Missing	1899617
Missing (%)	91.4%
Memory size	111.3 MiB

k	71573
p	45452
w	33657
n	15081
r	5305
Other values (28)	7279

Length

Max length	10
Median length	1
Mean length	1.0002467
Min length	1

Characters and Unicode

Total characters	178391
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	p
2nd row	k
3rd row	k
4th row	w
5th row	n

Common Values

Value	Count	Frequency (%)
k	71573	3.4%
p	45452	2.2%
w	33657	1.6%
n	15081	0.7%
r	5305	0.3%
u	4845	0.2%
g	2323	0.1%
y	18	< 0.1%
f	11	< 0.1%
s	10	< 0.1%
Other values (23)	72	< 0.1%
(Missing)	1899617	91.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
k	71573	40.1%
p	45452	25.5%
w	33657	18.9%
n	15081	8.5%
r	5305	3.0%
u	4845	2.7%
g	2323	1.3%
y	18	< 0.1%
f	11	< 0.1%
s	10	< 0.1%
Other values (23)	72	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
k	71573	40.1%
p	45453	25.5%
w	33657	18.9%
n	15082	8.5%
r	5307	3.0%
u	4845	2.7%
g	2324	1.3%
y	19	< 0.1%
f	11	< 0.1%
e	11	< 0.1%
Other values (24)	109	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	178391	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
k	71573	40.1%
p	45453	25.5%
w	33657	18.9%
n	15082	8.5%
r	5307	3.0%
u	4845	2.7%
g	2324	1.3%
y	19	< 0.1%
f	11	< 0.1%
e	11	< 0.1%
Other values (24)	109	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	178391	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
k	71573	40.1%
p	45453	25.5%
w	33657	18.9%
n	15082	8.5%
r	5307	3.0%
u	4845	2.7%
g	2324	1.3%
y	19	< 0.1%
f	11	< 0.1%
e	11	< 0.1%
Other values (24)	109	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	178391	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
k	71573	40.1%
p	45453	25.5%
w	33657	18.9%
n	15082	8.5%
r	5307	3.0%
u	4845	2.7%
g	2324	1.3%
y	19	< 0.1%
f	11	< 0.1%
e	11	< 0.1%
Other values (24)	109	0.1%

habitat
Categorical

Imbalance

Distinct	39
Distinct (%)	< 0.1%
Missing	25
Missing (%)	< 0.1%
Memory size	114.9 MiB

d	1450420
g	304300
l	114458
m	101258
h	80032
Other values (34)	27471

Length

Max length	17
Median length	1
Mean length	1.0000823
Min length	1

Characters and Unicode

Total characters	2078110
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	< 0.1%

Sample

1st row	d
2nd row	d
3rd row	d
4th row	d
5th row	d

Common Values

Value	Count	Frequency (%)
d	1450420	69.8%
g	304300	14.6%
l	114458	5.5%
m	101258	4.9%
h	80032	3.9%
w	12324	0.6%
p	11429	0.6%
u	3434	0.2%
s	39	< 0.1%
t	35	< 0.1%
Other values (29)	210	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
d	1450420	69.8%
g	304300	14.6%
l	114458	5.5%
m	101258	4.9%
h	80032	3.9%
w	12324	0.6%
p	11429	0.6%
u	3434	0.2%
s	39	< 0.1%
t	35	< 0.1%
Other values (29)	210	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
d	1450420	69.8%
g	304303	14.6%
l	114466	5.5%
m	101258	4.9%
h	80042	3.9%
w	12324	0.6%
p	11435	0.6%
u	3434	0.2%
s	55	< 0.1%
t	52	< 0.1%
Other values (25)	321	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2078110	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
d	1450420	69.8%
g	304303	14.6%
l	114466	5.5%
m	101258	4.9%
h	80042	3.9%
w	12324	0.6%
p	11435	0.6%
u	3434	0.2%
s	55	< 0.1%
t	52	< 0.1%
Other values (25)	321	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2078110	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
d	1450420	69.8%
g	304303	14.6%
l	114466	5.5%
m	101258	4.9%
h	80042	3.9%
w	12324	0.6%
p	11435	0.6%
u	3434	0.2%
s	55	< 0.1%
t	52	< 0.1%
Other values (25)	321	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2078110	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
d	1450420	69.8%
g	304303	14.6%
l	114466	5.5%
m	101258	4.9%
h	80042	3.9%
w	12324	0.6%
p	11435	0.6%
u	3434	0.2%
s	55	< 0.1%
t	52	< 0.1%
Other values (25)	321	< 0.1%

season
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	114.9 MiB

a	1029085
u	768267
w	185975
s	94637

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2077964
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	a
2nd row	a
3rd row	s
4th row	u
5th row	u

Common Values

Value	Count	Frequency (%)
a	1029085	49.5%
u	768267	37.0%
w	185975	8.9%
s	94637	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a	1029085	49.5%
u	768267	37.0%
w	185975	8.9%
s	94637	4.6%

Most occurring characters

Value	Count	Frequency (%)
a	1029085	49.5%
u	768267	37.0%
w	185975	8.9%
s	94637	4.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2077964	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1029085	49.5%
u	768267	37.0%
w	185975	8.9%
s	94637	4.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2077964	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1029085	49.5%
u	768267	37.0%
w	185975	8.9%
s	94637	4.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2077964	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1029085	49.5%
u	768267	37.0%
w	185975	8.9%
s	94637	4.6%

Interactions

Correlations

	cap-diameter	does-bruise-or-bleed	gill-spacing	habitat	has-ring	id	ring-type	season	spore-print-color	stem-height	stem-root	stem-width	veil-color	veil-type
cap-diameter	1.000	0.000	1.000	0.000	0.000	-0.000	0.000	0.002	1.000	0.512	1.000	0.883	1.000	1.000
does-bruise-or-bleed	0.000	1.000	0.040	0.033	0.009	0.001	0.047	0.092	0.187	0.057	0.110	0.107	0.252	0.000
gill-spacing	1.000	0.040	1.000	0.041	0.047	0.001	0.047	0.155	0.573	0.052	0.242	0.093	0.141	0.093
habitat	0.000	0.033	0.041	1.000	0.049	0.000	0.090	0.080	0.202	0.113	0.134	0.104	0.178	0.040
has-ring	0.000	0.009	0.047	0.049	1.000	0.000	0.190	0.023	0.200	0.073	0.092	0.079	0.123	0.000
id	-0.000	0.001	0.001	0.000	0.000	1.000	0.001	0.000	0.001	0.000	0.000	-0.000	0.003	0.000
ring-type	0.000	0.047	0.047	0.090	0.190	0.001	1.000	0.070	0.235	0.210	0.148	0.123	0.188	0.160
season	0.002	0.092	0.155	0.080	0.023	0.000	0.070	1.000	0.209	0.039	0.146	0.073	0.147	0.008
spore-print-color	1.000	0.187	0.573	0.202	0.200	0.001	0.235	0.209	1.000	0.162	0.474	0.338	0.341	0.174
stem-height	0.512	0.057	0.052	0.113	0.073	0.000	0.210	0.039	0.162	1.000	0.197	0.449	0.184	0.250
stem-root	1.000	0.110	0.242	0.134	0.092	0.000	0.148	0.146	0.474	0.197	1.000	0.253	0.327	0.000
stem-width	0.883	0.107	0.093	0.104	0.079	-0.000	0.123	0.073	0.338	0.449	0.253	1.000	0.196	0.005
veil-color	1.000	0.252	0.141	0.178	0.123	0.003	0.188	0.147	0.341	0.184	0.327	0.196	1.000	0.378
veil-type	1.000	0.000	0.093	0.040	0.000	0.000	0.160	0.008	0.174	0.250	0.000	0.005	0.378	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	id	cap-diameter	cap-shape	cap-surface	cap-color	does-bruise-or-bleed	gill-attachment	gill-spacing	gill-color	stem-height	stem-width	stem-root	stem-surface	stem-color	veil-type	veil-color	has-ring	ring-type	spore-print-color	habitat	season
0	3116945	8.64	x	NaN	n	t	NaN	NaN	w	11.13	17.12	b	NaN	w	u	w	t	g	NaN	d	a
1	3116946	6.90	o	t	o	f	NaN	c	y	1.27	10.75	NaN	NaN	n	NaN	NaN	f	f	NaN	d	a
2	3116947	2.00	b	g	n	f	NaN	c	n	6.18	3.14	NaN	NaN	n	NaN	NaN	f	f	NaN	d	s
3	3116948	3.47	x	t	n	f	s	c	n	4.98	8.51	NaN	NaN	w	NaN	n	t	z	NaN	d	u
4	3116949	6.17	x	h	y	f	p	NaN	y	6.73	13.70	NaN	NaN	y	NaN	y	t	NaN	NaN	d	u
5	3116950	4.43	x	h	n	f	x	c	n	5.36	5.50	NaN	s	n	NaN	NaN	t	r	NaN	d	a
6	3116951	2.92	x	d	n	f	p	NaN	e	4.83	10.27	NaN	NaN	y	NaN	NaN	f	f	NaN	d	a
7	3116952	2.59	o	NaN	k	f	f	f	f	2.73	12.71	NaN	g	g	NaN	NaN	f	f	NaN	d	a
8	3116953	4.13	x	t	o	f	a	c	n	5.36	6.59	NaN	y	o	NaN	NaN	t	z	NaN	d	w
9	3116954	11.91	f	e	b	f	NaN	c	b	5.32	20.20	NaN	NaN	w	NaN	NaN	t	f	NaN	d	a

	id	cap-diameter	cap-shape	cap-surface	cap-color	does-bruise-or-bleed	gill-attachment	gill-spacing	gill-color	stem-height	stem-width	stem-root	stem-surface	stem-color	veil-type	veil-color	has-ring	ring-type	spore-print-color	habitat	season
2077954	5194899	8.25	x	s	y	f	a	d	w	8.02	14.80	NaN	i	n	NaN	NaN	t	NaN	w	d	a
2077955	5194900	4.57	f	t	n	f	a	d	w	6.49	4.48	NaN	k	n	NaN	NaN	f	f	NaN	d	u
2077956	5194901	8.65	f	NaN	n	f	x	c	w	6.54	16.61	NaN	s	w	NaN	NaN	f	f	NaN	d	u
2077957	5194902	5.59	f	k	n	f	p	NaN	n	3.76	5.34	NaN	k	n	NaN	NaN	t	f	NaN	d	u
2077958	5194903	6.19	f	s	b	f	x	c	w	6.32	9.75	NaN	s	n	NaN	NaN	f	f	NaN	l	w
2077959	5194904	0.88	x	g	w	f	a	d	w	2.67	1.35	NaN	NaN	e	NaN	NaN	f	f	NaN	d	u
2077960	5194905	3.12	x	s	w	f	d	c	w	2.69	7.38	NaN	NaN	w	NaN	NaN	f	f	NaN	g	a
2077961	5194906	5.73	x	e	e	f	a	NaN	w	6.16	9.74	NaN	NaN	y	NaN	w	t	z	NaN	d	a
2077962	5194907	5.03	b	g	n	f	a	d	g	6.00	3.46	NaN	s	g	NaN	NaN	f	f	NaN	d	a
2077963	5194908	15.51	f	NaN	w	f	d	c	y	2.69	17.71	NaN	NaN	w	NaN	NaN	f	f	NaN	d	w

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories